create ctypes class type only once

pycon2017_cffi.ipynb

@@ -2086,10 +2086,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {
-    "collapsed": true
-   },
+   "execution_count": 32,
+   "metadata": {},
    "outputs": [],
    "source": [
     "#ctypes\n",
@@ -2101,18 +2099,22 @@
     "                ('height', ctypes.c_int),\n",
     "                ('data', ctypes.POINTER(ctypes.c_uint8)), # HUH?\n",
     "               ]\n",
-    "\n",
+    "    array_cache = {}\n",
     "    def __init__(self, width, height):\n",
     "        self.width = width\n",
     "        self.height = height\n",
-    "        # Note this creates a class for each width*height value\n",
-    "        # but will keep the img.data alive in the interpreter\n",
-    "        self.data = (ctypes.c_uint8 * (width * height))() # !!!!!!\n",
+    "        # Create a class type to hold the data.\n",
+    "        # Since this creates a type, cache it for reuse rather\n",
+    "        # than create a new one each time\n",
+    "        if width*height not in self.array_cache:\n",
+    "            self.array_cache[width*height] = ctypes.c_uint8 * (width * height)\n",
+    "        # Note this keeps the img.data alive in the interpreter\n",
+    "        self.data = self.array_cache[width*height]() # !!!!!!\n",
     "\n",
     "    def asmemoryview(self):\n",
     "        # There must be a better way, but this code will not\n",
     "        # be timed, so explicit trumps implicit\n",
-    "        ret = (ctypes.c_uint8 * (width * height))()\n",
+    "        ret = self.data = self.array_cache[width*height]()\n",
     "        for i in range(width*height):\n",
     "            ret[i] = self.data[i]\n",
     "        return memoryview(ret)\n",
@@ -2128,7 +2130,8 @@
     "create_fractal_ctypes.argtypes = [CtypesImg, ctypes.c_int]\n",
     "\n",
     "mandel_ctypes = cdll.mandel\n",
-    "mandel_ctypes.argtypes = [ctypes.c_float, ctypes.c_float, ctypes.c_int, ctypes.POINTER(ctypes.c_uint8)]"
+    "mandel_ctypes.argtypes = [ctypes.c_float, ctypes.c_float, ctypes.c_int, \n",
+    "                          ctypes.POINTER(ctypes.c_uint8)]"
    ]
   },
   {
@@ -2144,15 +2147,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 33,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "ctypes calling create_fractal required 203.95 millisecs\n",
-      "ctypes calling mandel required 2604.29 millisecs\n"
+      "ctypes calling create_fractal required 197.33 millisecs\n",
+      "ctypes calling mandel required 2463.65 millisecs\n"
      ]
     }
    ],
@@ -4592,7 +4595,8 @@
     "        unsigned char * data\n",
     "    \n",
     "    int create_fractal(cImg img, int iters);\n",
-    "    int mandel(float real, float imag, int max_iters, unsigned char * val);\n",
+    "    int mandel(float real, float imag, int max_iters,\n",
+    "               unsigned char * val);\n",
     "    \n",
     "def cython_create_fractal(pyimg, iters):\n",
     "    cdef cImg cimg\n",
@@ -4606,7 +4610,8 @@
     "    return create_fractal(cimg, citers)\n",
     "\n",
     "\n",
-    "cpdef int cython_mandel(float real, float imag, int max_iters, unsigned char[::1] val):\n",
+    "cpdef int cython_mandel(float real, float imag, int max_iters,\n",
+    "                        unsigned char[::1] val):\n",
     "    return mandel(real, imag, max_iters, &val[0])"
    ]
   },
@@ -5463,7 +5468,9 @@
   {
    "cell_type": "code",
    "execution_count": 27,
-   "metadata": {},
+   "metadata": {
+    "scrolled": true
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -5479,7 +5486,8 @@
     }
    ],
    "source": [
-    "# Now let's try and work out who is the good, who the bad, and who the ugly\n",
+    "# Now let's try and work out who is the good, who the bad, \n",
+    "# and who the ugly\n",
     "import pprint\n",
     "pprint.pprint([['      ', 'CreateFractal in Python', 'CreateFractal in C'],\n",
     "              ['Python', '{:13.2f} millisecs'.format(1000*pure_python), '{:18s}'.format('')],\n",
@@ -5500,16 +5508,34 @@
     "  - What happens when the C code changes?\n",
     "* Compiler dependency\n",
     "  - ctypes needs none, Cython requires one, CFFI can go either way\n",
-    "* Suseptability to bugs (object lifetimes, signature mismatches)\n",
+    "* Susceptability to bugs (object lifetimes, signature mismatches)\n",
     "  - All use a minilanguage for interfacing, only CFFI's is standard C\n",
     "  - Cython will handle most transformations automatically\n",
     "  - CFFI can be tricky for C-level pointers\n",
     "* Speed and productivity\n",
     "  - Cython is heavily optimized, tightly integrated to the C-API\n",
     "  - If the headers are pure C, CFFI should be simple\n",
     "  - Projects exist to generate wrappers for all three\n",
-    "* Which technology is actively maintained (ctypes went into the stdlib to die?)\n",
+    "* Which technology is actively maintained (ctypes went into the stdlib to die?)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    " ---  \n",
+    " ---  \n",
+    " ---  \n",
+    " ---  \n",
+    "    \n",
     "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
     "And now the pop-quiz. If we run the pure python version in PyPy what time will we get?:\n",
     "\n",
     "* Around a 2X speed up\n",